Multi-task Hierarchical Classification for Disk Failure Prediction in Online Service Systems

- Liu, Yudong, Yang, Hailan, Zhang, Chenjian, Wang, Paul, Dang, Yingnong, Rajmohan, Saravan, Zhang, Dongmei, Zhao, Pu, Ma, Minghua, Wen, Chengwu, Zhang, Hongyu, Luo, Chuan, Lin, Qingwei, Yi, Chang, Wang, Jiaojian

NENYA: Cascade Reinforcement Learning for Cost-Aware Failure Mitigation at Microsoft 365

- Wang, Lu, Zhao, Pu, Zhang, Hongyu, Rajmohan, Saravan, Zhang, Dongmei, Du, Chao, Luo, Chuan, Su, Mengna, Yang, Fangkai, Liu, Yudong, Lin, Qingwei, Wang, Min, Dang, Yingnong

SamplingCA: effective and efficient sampling-based pairwise testing for highly configurable software systems

- Luo, Chuan, Zhao, Qiyuan, Cai, Shaowei, Zhang, Hongyu, Hu, Chunming

AutoCCAG: An Automated Approach to Constrained Covering Array Generation

- Luo, Chuan, Lin, Jinkun, Rajmohan, Saravanakumar, Zhang, Dongmei, Cai, Shaowei, Chen, Xin, He, Bing, Qiao, Bo, Zhao, Pu, Lin, Qingwei, Zhang, Hongyu, Wu, Wei

Correlation-Aware Heuristic Search for Intelligent Virtual Machine Provisioning in Cloud Systems

- Luo, Chuan, Qiao, Bo, Xing, Wenqian, Chen, Xin, Zhao, Pu, Du, Chao, Yao, Randolph, Zhang, Hongyu, Wu, Wei, Shaowei, Cai, Bing, He, Saravanakumar, Rajmohan, Qingwei, Lin

Effective low capacity status prediction for cloud systems

- Dong, Hang, Qin, Si, Abuduweili, Abulikemu, Ramanujan, Sanjay, Subramanian, Karthikeyan, Zhou, Andrew, Rajmohan, Saravanakumar, Zhang, Dongmei, Moscibroda, Thomas, Xu, Yong, Qiao, Bo, Zhou, Shandan, Yang, Xian, Luo, Chuan, Zhao, Pu, Lin, Qingwei, Zhang, Hongyu

Intelligent container reallocation at Microsoft 365

- Qiao, Bo, Yang, Fangkai, Rajmohan, Saravanakumar, Zhang, Dongmei, Luo, Chuan, Wang, Yanan, Li, Johnny, Lin, Quinwei, Zhang, Hongyu, Datta, Mohit, Zhou, Andrew, Moscibroda, Thomas

LS-sampling: An effective local search based sampling approach for achieving high t-wise coverage

- Luo, Chuan, Sun, Binqi, Qiao, Bo, Chen, Junjie, Zhang, Hongyu, Lin, Jinkun, Lin, Qingwei, Zhang, Dongmei

NTAM: Neighborhood-temporal attention model for disk failure prediction in cloud platforms

- Luo, Chuan, Zhao, Pu, Zhang, Dongmei, Qiao, Bo, Wu, Youjiang, Zhang, Hongyu, Wu, Wei, Lu, Weihai, Dang, Yingnong, Rajmohan, Saravanakumar, Lin, Qingwei

PULNS: Positive-Unlabeled Learning with Effective Negative Sample Selector

- Luo, Chuan, Zhao, Pu, Lin, Qingwei, Chen, Chen, Qiao, Bo, Du, Chao, Zhang, Hongyu, Wu, Wei, Cai, Shaowei, He, Bing, Rajmohan, Saravanakumar

Efficient incident identification from multi-dimensional issue reports via meta-heuristic search

- Gu, Jiazhen, Luo, Chuan, Qin, Si, Qiao, Bo, Lin, Qingwei, Zhang, Hongyu, Li, Ze, Dang, Yingnong, Cai, Shaowei, Wu, Wei, Zhou, Yangfan, Chintalapati, Murali, Zhang, Dongmei

Intelligent virtual machine provisioning in cloud computing

- Luo, Chuan, Qiao, Bo, Chen, Xin, Zhao, Pu, Yao, Randolph, Zhang, Hongyu, Wu, Wei, Zhou, Andrew, Lin, Qingwei

Local Search with Efficient Automatic Configuration for Minimum Vertex Cover

- Luo, Chuan, Hoos, Holger H., Cai, Shaowei, Lin, Qingwei, Zhang, Hongyu, Zhang, Dongmei

Neural feature search: a neural architecture for automated feature engineering

- Chen, Xiangning, Lin, Qingwei, Luo, Chuan, Li, Xudong, Zang, Hongyu, Xu, Yong, Dang, Yingnong, Sui, Kaixin, Zhang, Xu, Qiao, Bo, Zhang, Weiyi, Wu, Wei, Chintalapati, Murali, Zhang, Dongmei

Towards More Efficient Meta-heuristic Algorithms for Combinatorial Test Generation

- Lin, Jinkun, Cai, Shaowei, Luo, Chuan, Lin, Qingwei, Zhang, Hongyu